turns findings into cases with owner attribution, safety classification, utilization evidence, and recommended next actions. The system supports approval-gated execution for infrastructure changes and low-risk optimizations, and verifies outcomes against a pre-action spend baseline to record confirmed savings. ZephMatrix is used by DevOps, platform engineering, FinOps, finance, and engineering leadership teams responsible for cloud cost management and governance. Integrations, MCP tools, and APIs allow routing through collaboration and ticketing systems and embedding the daily investigation loop into existing workflows.